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research Deep skin diseases diagnostic system with Dual-channel Image and Extracted Text

September 2022 in “Research Square (Research Square)”

In this study, the DIET-AI model, developed from a large dataset of over 200,000 images, demonstrated diagnostic performance for 31 skin diseases comparable to dermatologists of varying experience levels in 15 hospitals across China, supporting its potential effectiveness in clinical settings.

research Attention Balanced Multi-Dimension Multi-Task Deep Learning for Alopecia Recognition

May 2023 in “Indian journal of science and technology”

This study found that an Attention-based Balanced Multi-Task Deep learning system achieved a 95.11% accuracy in classifying Alopecia Areata conditions using hair and scalp images, outperforming classical methods.

research ScalpEye: A Deep Learning-Based Scalp Hair Inspection and Diagnosis System for Scalp Health

74 citations , January 2020 in “IEEE Access”

This study reports that the ScalpEye system accurately diagnosed dandruff, folliculitis, hair loss, and oily hair with a precision range of 97.41% to 99.09%.

research Qualification of a new and precise automatic tool for the assessment of hair diameters in phototrichograms

9 citations , January 2011 in “Skin Research and Technology”

This study developed a high-resolution phototrichogram system that can automatically and accurately assess hair growth metrics in cosmetic trials, achieving over 90% correlation with manual measurements.

research Re-identification of anonymised MRI head images with publicly available software: investigation of the current risk to patient privacy

13 citations , November 2024 in “EClinicalMedicine”

This study demonstrated that current facial recognition software can accurately identify individuals from MRI head scans within minutes, highlighting significant privacy concerns for clinical trial participants and the need for enhanced data protection measures.

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Community Join

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community I think I’ve finally found the reason for my hair loss

in Chat 98 upvotes 1 year ago

The user experienced hair loss since 2019 and tried finasteride, dutasteride, RU58841, and ketoconazole shampoo without success. A scalp biopsy showed scarring and inflammation from folliculitis, indicating chronic inflammation was affecting treatment effectiveness.

community The Real Cause Of Androgenetic Alopecia

675 upvotes 1 year ago

Androgenetic alopecia is caused by DHT affecting hair growth. Finasteride and minoxidil are used to manage hair loss by blocking DHT and promoting hair growth.

community Why not just take the drugs before hair loss?

in Chat 123 upvotes 6 months ago

Finasteride and dutasteride are discussed as preventative treatments for hair loss, with some advocating for early use and others concerned about side effects, especially before full maturity. Many regret not starting these treatments earlier due to their effectiveness in preventing or slowing hair loss.

community 9 Months post FUE surgery hair result. 4052 grafts, 10130 hairs transplanted

1093 upvotes 1 year ago

The individual had a hair transplant in Turkey with 4052 grafts, resulting in significant hair growth and increased confidence. They use finasteride, rosemary oil, and vitamins, and are pleased with the natural-looking results, encouraging others to consider similar treatments.

community He used Dutasteride for 20 years. Interview

113 upvotes 1 year ago

Dutasteride has been used for 20 years with some hair thickness improvement but no dramatic regrowth. The user also experimented with minoxidil, tretinoin, and peptides like BPC 157 for potential benefits in hair density and quality.

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